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If one uses --index-url to download and install packets, pip does not use that url to download dependancies. Tryed it with command variable, environment variable (PIP_INDEX_URL) and global one (in .pip/pip.conf).
For example:
Downloading cryptography-0.5.4.tar.gz (320kB): 320kB downloaded
Running setup.py (path:/tmp/pip_build_root/cryptography/setup.py) egg_info for package cryptography
Download error: [Errno 110] Connection timed out -- Some packages may not be found!
Download error: [Errno 110] Connection timed out -- Some packages may not be found!
Couldn't find index page for 'six' (maybe misspelled?)
Download error: [Errno 110] Connection timed out -- Some packages may not be found!
No local packages or download links found for six>=1.4.1